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Question 1:

You are creating a SQL Server Integration Services (SSIS) package that implements a Type 3 Slowly Changing Dimension (SCD).

You need to add a task or component to the package that allows you to implement the SCD logic.

What should you use?

A. a Script component

B. an SCD component

C. an Aggregate component

D. a Merge component

Correct Answer: D

Question 2:

You are designing a SQL Server Integration Services (SSIS) package that uploads a file to a table named Orders in a SQL Azure database. The company\’s auditing policies have the following requirements:

•

An entry must be written to a dedicated SQL Server log table named OrderLog.

•

The entry must be written as soon as the file upload task completes.

You need to meet the company\’s policy requirements.

Which event handler should you use?

A.

OnPostExecute

B.

OnWarning

C.

OnExecStatusChanged

D.

OnVariableValueChanged

Correct Answer: A

Reference: http://msdn.microsoft.com/en-us/library/ms140223.aspx

Question 3:

You are writing a SQL Server Integration Services (SSIS) package that transfers data from a legacy system.

Data integrity in the legacy system is very poor. Invalid rows are discarded by the package but must be logged to a CSV file for auditing purposes.

You need to establish the best technique to log these invalid rows while minimizing the amount of development effort.

What should you do?

A. Add a data tap on the output of a component in the package data flow.

B. Deploy the package by using an msi file.

C. Run the package by using the dtexecui.exe utility and the SQL Log provider.

D. uses the dtutil /copy command.

E. Deploy the package to the Integration Services catalog by using dtutil and use SQL Server to store the configuration.

F. Create an OnError event handler.

G. uses the Project Deployment Wizard.

H. Use the gacutil command.

I. Create a reusable custom logging component.

J. Run the package by using the dtexec /rep /conn command.

K. Run the package by using the dtexec /dumperror /conn command.

Correct Answer: A

Reference: http://www.rafael-salas.com/2016/01/ssis-2016-quick-peek-to-data-taps.html http://msdn.microsoft.com/en-us/library/hh230989.aspx http://msdn.microsoft.com/en-us/library/jj655339.aspx

Question 4:

You are troubleshooting an existing SQL Server Integration Services (SSIS) package. On several occasions, the package execution does not finish and no data seems to have been transferred.

You need to ensure that package logging occurs. Your solution must minimize deployment and development efforts.

What should you do?

A. Run the dtutil command to deploy the package to the SSIS catalog and store the configuration in SQL Server.

B. Use an msi file to deploy the package on the server.

C. Open a command prompt and execute the package by using the SQL Log provider and running the dtexecui.exe utility.

D. Create a reusable custom logging component and use it in the SSIS project.

E. Open a command prompt and run the dtutil /copy command.

F. Configure the SSIS solution to use the Project Deployment Model.

G. Add an OnError event handler to the SSIS project.

H. Open a command prompt and run the gacutil command.

I. Open a command prompt and run the dtexec /dumperror /conn command.

J. Open a command prompt and run the dtexec /rep /conn command.

K. Configure the output of a component in the package data flow to use a data tap.

Correct Answer: C

http://msdn.microsoft.com/en-us/library/ms141212.aspx http://www.mssqltips.com/sqlservertip/2450/ssis-package-deployment-model-in-sql-server- 2016-part-1-of-2/ http://www.mssqltips.com/sqlservertip/2450/ssis-package-deployment-model-in-sql-server- 2016-part-2-of-2/

Question 5:

You are designing an enterprise star schema that will consolidate data from three independent data marts. One of the data marts is hosted on SQL Azure.

Most of the dimensions have the same structure and content. However, the geography dimension is slightly different in each data mart.

You need to design a consolidated dimensional structure that will be easy to maintain while ensuring that all dimensional data from the three original solutions is represented.

What should you do?

A. Create a conformed dimension for the geography dimension.

B. Implement change tracking.

C. Create a degenerate dimension for the geography dimension.

D. Create a Type 2 slowly changing dimension for the geography dimension.

Correct Answer: A

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Question 6:

You are designing a SQL Server Integration Services (SSIS) data flow to load sales transactions from a source system into a data warehouse hosted on Windows Azure SQL Database. One of the columns in the data source is named ProductCode.

Some of the data to be loaded will reference products that need special processing logic in the data flow.

You need to enable separate processing streams for a subset of rows based on the source product code. Which data flow transformation should you use?

A. Source Assistant

B. Destination Assistant

C. Audit

D. Script Component

Correct Answer: D

Explanation: Script Component Transformation:

The transformation that uses script to extract, transform, or load data.

Note:

* SQL Server Integration Services provides three different types of data flow components:

sources, transformations, and destinations. Sources extract data from data stores such as tables and views in relational databases, files, and Analysis Services databases. Transformations modify, summarize, and clean data. Destinations

load data into data stores or create in-memory datasets.

Incorrect:

Not A, Not B: No Data Transforms called Source Assistant or Destination Assistant Not C: Not related to auditing

Question 7:

You are designing an Extract, Transform and Load (ETL) solution that loads data into dimension tables. The ETL process involves many transformation steps. You need to ensure that the design can provide:

Auditing information for compliance and business user acceptance Tracking and unique identification of records for troubleshooting and error correction

What should you do?

A. Develop a Master Data Services (MDS) solution.

B. Develop a Data Quality Services (DQS) solution.

C. Create a version control repository for the ETL solution.

D. Develop a custom data lineage solution.

Correct Answer: D

Question 8:

You are preparing to install SQL Server 2016 Master Data Services (MDS).

You need to ensure that the database requirements are met.

What should you install?

A. Microsoft SharePoint Foundation 2010 SP1

B. SQL Server 2016 Enterprise (64-bit) x64 on the database server

C. SQL Server 2016 Data Center (64-bit) x64 on the database server

D. SQL Server 2008 Enterprise (64-bit) x64 on the database server

Correct Answer: B

*

Master Data Services is a new feature introduced in SQL Server 2008 R2 and further enhanced in SQL Server 2016.

*

SQL Server 2016 Enterprise features include Master Data Services:

Note:

* Microsoft SQL Server Master Data Services is a Master Data Management (MDM) product from Microsoft, which will ship as a part of the Microsoft SQL Server database.Originally code-named Bulldog, Master Data Services is the rebranding of the Stratature MDM product titled EDM, which Microsoft acquired in June 2007. Master Data Services is architecturally similar to EDM, with increased integration with other Microsoft applications as well as some new features. Master Data Services first shipped with Microsoft SQL Server 2008 R2.

Question 9:

You are designing a data warehouse hosted on Windows Azure SQL Database. The data warehouse currently includes the dimUser and dimRegion dimension tables and the factSales fact table. The dimUser table contains records for each

user permitted to run reports against the warehouse, and the dimRegion table contains information about sales regions.

The system is accessed by users from certain regions, as well as by area supervisors and users from the corporate headquarters.

You need to design a table structure to ensure that certain users can see sales data for only certain regions. Some users must be permitted to see sales data from multiple regions.

What should you do?

A. For each region, create a view of the factSales table that includes a WHERE clause for the region.

B. Create a userRegion table that contains primary key columns from the dimUser and dimRegion tables.

C. Add a region column to the dimUser table.

D. Partition the factSales table on the region column.

Correct Answer: B

Question 10:

You are developing a SQL Server Integration Services (SSIS) package to implement an incremental data load strategy. The package reads data from a source system that uses the SQL Server change data capture (CDC) feature.

You have added a CDC Source component to the data flow to read changed data from the source system.

You need to add a data flow transformation to redirect rows for separate processing of insert, update, and delete operations.

Which data flow transformation should you use?

A. DQS Cleansing

B. Merge Join

C. Pivot

D. Conditional Split

Correct Answer: D

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